Deep Industry Expertise Scenario-Driven AI Deployment
Addressing production inspection pain points industry by industry — from hardware selection to algorithm tuning — complete end-to-end solutions with single-station delivery in as little as two weeks.
🏭
Food & Beverage Packaging
The food and beverage industry has strict requirements for date code recognition, presence detection, label quality and container defects. TeraEdge provides complete visual inspection solutions ranging from lightweight OCR to complex surface defects, ensuring products meet regulatory and quality standards.
Industry Pain Points
Blurry date / batch / expiry printing is difficult to accurately recognize
Multi-SKU rapid changeover leads to long line stoppages and high switching costs
Traditional solutions generalize poorly against lighting changes and packaging material variation
Skewed labels, air bubbles and missing labels are difficult to detect at 100%
The pharmaceutical industry demands extremely high inspection accuracy and regulatory compliance. TeraEdge's AI vision system supports GMP-compliant scenarios — from drug box character recognition to blister pack presence detection — ensuring every product ships safely.
Industry Pain Points
Strict regulations mean missed detections can trigger recalls or legal liability
Blister foil is highly reflective, making traditional imaging difficult
Text printed on curved bottle surfaces causes distortion and reduces OCR accuracy
The battery industry demands extremely high inspection precision for cells, modules and packs, with frequent product changeovers. TeraEdge's high-compute vision systems combined with precision imaging modules meet full-process quality control needs from electrode inspection to Pack error-proofing.
Industry Pain Points
Metal battery case reflections make stable imaging with traditional lighting difficult
Pack assemblies come in many variants; error-proofing against mis-assembly is critical
Electrode and coating defects are microscopic and require high-precision detection
Automotive production lines run at high speed with complex products, placing stringent demands on real-time performance and reliability. TeraEdge provides high-speed, high-precision assembly inspection and defect detection solutions supporting 1080P 100FPS real-time inspection.
Industry Pain Points
Fast line speed (≥100 ppm) demands high vision system response times
Many component variants make mis-assembly and missing-part issues hard to identify quickly
Complex sealant paths make breaks and offsets difficult to detect manually